메뉴 건너뛰기




Volumn , Issue , 2012, Pages 62-71

Enhancing twitter data analysis with simple semantic filtering: Example in tracking influenza-like illnesses

Author keywords

influenza; natural language processing; social media; Twitter

Indexed keywords

FILTERING METHOD; INFLUENZA; KNOWLEDGE MODEL; NATURAL LANGUAGE PROCESSING; P-VALUES; PEARSON CORRELATION COEFFICIENTS; SEMANTIC FEATURES; SEMANTIC FILTERING; SOCIAL MEDIA; STATE-OF-THE-ART METHODS; TWITTER; USER-GENERATED CONTENT;

EID: 84871944768     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HISB.2012.21     Document Type: Conference Paper
Times cited : (35)

References (33)
  • 6
    • 79956040653 scopus 로고    scopus 로고
    • Towards detecting influenza epidemics by analyzing twitter messages
    • Available
    • A. Culotta, "Towards detecting influenza epidemics by analyzing twitter messages," in KDD Workshop on Social Media Analytics, 2010. [Online]. Available: http://www2.selu.edu/Academics/Faculty/aculotta/pubs/ culotta10towards.pdf
    • KDD Workshop on Social Media Analytics, 2010. [Online]
    • Culotta, A.1
  • 8
    • 79955757514 scopus 로고    scopus 로고
    • The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic
    • 05 [Online]. Available
    • A. Signorini, A. M. Segre, and P. M. Polgreen, "The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic," PLoS ONE, vol. 6, no. 5, p. e19467, 05 2011. [Online]. Available: http://dx.doi.org/10.1371%2Fjournal.pone.0019467
    • (2011) PLoS ONE , vol.6 , Issue.5
    • Signorini, A.1    Segre, A.M.2    Polgreen, P.M.3
  • 9
    • 78649725192 scopus 로고    scopus 로고
    • Pandemics in the Age of Twitter: Content Analysis of Tweets during the 2009 H1N1 Outbreak
    • 11 [Online]. Available
    • C. Chew and G. Eysenbach, "Pandemics in the Age of Twitter: Content Analysis of Tweets during the 2009 H1N1 Outbreak," PLoS ONE, vol. 5, no. 11, p. e14118, 11 2010. [Online]. Available: http://dx.doi.org/10. 1371%2Fjournal.pone.0014118
    • (2010) PLoS ONE , vol.5 , Issue.11
    • Chew, C.1    Eysenbach, G.2
  • 10
    • 80053390640 scopus 로고    scopus 로고
    • An ontology-driven system for detecting global health events
    • Proceedings of the 23rd International Conference on Computational Linguistics, ser. Beijing, China: Association for Computational Linguistics
    • N. Collier, R. M. Goodwin, J. McCrae, S. Doan, A. Kawazoe, M. Conway, A. Kawtrakul, K. Takeuchi, and D. Dien, "An ontology-driven system for detecting global health events," in Proceedings of the 23rd International Conference on Computational Linguistics, ser. COLING '10. Beijing, China: Association for Computational Linguistics, 2010, pp. 215-222.
    • (2010) COLING '10 , pp. 215-222
    • Collier, N.1    Goodwin, R.M.2    McCrae, J.3    Doan, S.4    Kawazoe, A.5    Conway, M.6    Kawtrakul, A.7    Takeuchi, K.8    Dien, D.9
  • 11
    • 66749139337 scopus 로고    scopus 로고
    • available at: Accessed: May 10, 2008
    • WHO, "Influenza. Fact sheet no. 211." 2008, available at: http://www.who.int/mediacentre/factsheets/fs211/en/. Accessed: May 10, 2008.
    • (2008) Influenza. Fact Sheet No. 211
  • 13
  • 15
    • 70350765150 scopus 로고    scopus 로고
    • A profile of the online dissemination of national influenza surveillance data
    • doi: 10.1186/1471-2458-9-339
    • C. Cheng, E. Lau, D. Ip, A. Yeung, L. Ho, and B. Cowling, "A profile of the online dissemination of national influenza surveillance data," BMC Public Health, vol. 9, no. 339, 2009, doi: 10.1186/1471-2458-9-339.
    • (2009) BMC Public Health , vol.9 , Issue.339
    • Cheng, C.1    Lau, E.2    Ip, D.3    Yeung, A.4    Ho, L.5    Cowling, B.6
  • 17
    • 34748880596 scopus 로고    scopus 로고
    • Infodemiology: Tracking flu-related searches on the web for syndromic surveillance
    • G. Eysenbach, "Infodemiology: tracking flu-related searches on the web for syndromic surveillance," in AMIA Annu Symp Proc, 2006, pp. 244-248.
    • AMIA Annu Symp Proc, 2006 , pp. 244-248
    • Eysenbach, G.1
  • 19
    • 60549098239 scopus 로고    scopus 로고
    • Detecting influenza epidemics using search engine query data
    • J. Ginsberg, M. Mohebbi, R. Patel, L. Brammer, M. Smolinski, and L. Brilliant, "Detecting influenza epidemics using search engine query data," Nature, vol. 457, no. 7232, pp. 2012-1014, 2009.
    • (2009) Nature , vol.457 , Issue.7232 , pp. 2012-11014
    • Ginsberg, J.1    Mohebbi, M.2    Patel, R.3    Brammer, L.4    Smolinski, M.5    Brilliant, L.6
  • 21
    • 80051831902 scopus 로고    scopus 로고
    • Assessing Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic
    • 08 [Online]. Available
    • S. Cook, C. Conrad, A. L. Fowlkes, and M. H. Mohebbi, "Assessing Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic," PLoS ONE, vol. 6, no. 8, p. e23610, 08 2011. [Online]. Available: http://dx.doi.org/10.1371%2Fjournal.pone.0023610
    • (2011) PLoS ONE , vol.6 , Issue.8
    • Cook, S.1    Conrad, C.2    Fowlkes, A.L.3    Mohebbi, M.H.4
  • 25
    • 82555170524 scopus 로고    scopus 로고
    • A survey on the role of negation in sentiment analysis
    • Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, ser. Association for Computational Linguistics
    • M. Wiegand, A. Balahur, B. Roth, D. Klakow, and A. Montoyo, "A survey on the role of negation in sentiment analysis," in Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, ser. NeSp-NLP '10. Association for Computational Linguistics, 2010, pp. 60-68.
    • (2010) NeSp-NLP '10 , pp. 60-68
    • Wiegand, M.1    Balahur, A.2    Roth, B.3    Klakow, D.4    Montoyo, A.5
  • 27
    • 0344020254 scopus 로고
    • The CLAWS word-tagging system
    • R. Garside, G. Leech, and G. Sampson, Eds. London: Longman
    • R. Garside, "The CLAWS word-tagging system," in The Computational Analysis of English: a corpus-based approach, R. Garside, G. Leech, and G. Sampson, Eds. London: Longman, 1987, pp. 30-41.
    • (1987) The Computational Analysis of English: A Corpus-based Approach , pp. 30-41
    • Garside, R.1
  • 31
    • 84871952709 scopus 로고    scopus 로고
    • Accessed: Dec 6th, 2011
    • Wikipedia, "List of emoticons," 2011, http://en.wikipedia.org/ wiki/List-of-emoticon. Accessed: Dec 6th, 2011.
    • (2011) List of Emoticons
  • 33
    • 85028156346 scopus 로고    scopus 로고
    • Twitter as a corpus for sentiment analysis and opinion mining
    • N. C. C. Chair, K. Choukri, B. Maegaard, J. Mariani, J. Odijk, S. Piperidis, M. Rosner, and D. Tapias, Eds. Valletta, Malta: European Language Resources Association (ELRA), may
    • A. Pak and P. Paroubek, "Twitter as a corpus for sentiment analysis and opinion mining," in Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), N. C. C. Chair), K. Choukri, B. Maegaard, J. Mariani, J. Odijk, S. Piperidis, M. Rosner, and D. Tapias, Eds. Valletta, Malta: European Language Resources Association (ELRA), may 2010.
    • (2010) Proceedings of the Seventh Conference on International Language Resources and Evaluation (LREC'10)
    • Pak, A.1    Paroubek, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.